Automate Data Pipelines
ETL Automation with 100+ Connectors
From Salesforce to BigQuery, HubSpot to Snowflake — integrate data in just a few clicks. Design complex data flows with the visual pipeline builder, and ensure stable operations with scheduling and monitoring.
Core Values
100+ Connectors
100+ data sources including Salesforce, HubSpot, Stripe, Google Analytics, Facebook Ads.
Visual Transformation
Design data transformations with drag-and-drop, no SQL. Visually configure filters, joins, aggregations, pivots.
Scheduling
Automate pipeline execution with cron expressions, event triggers, API calls, and more.
Pipeline Monitoring
Track execution status, errors, and performance in real-time. Get instant Slack/email alerts on issues.
Key Features
Connector Hub (100+)
Pre-built connectors for major SaaS, databases, and file systems.
- SaaS: Salesforce, HubSpot, Stripe, Google Analytics
- DB: PostgreSQL, MySQL, BigQuery, Snowflake
- Files: S3, GCS, CSV, JSON, Parquet
Visual Transform Nodes
Visually configure various transformation operations without SQL.
- Filter, column select, dedupe
- Join, Union, Lookup
- Aggregation, Pivot, Window functions
Incremental Load
Extract only changed data for efficient synchronization.
- Timestamp/ID-based incremental
- CDC (Change Data Capture)
- Reduced processing time and API costs
Data Validation & Quality
Automate quality checks: schema validation, value range checks, duplicate detection.
- Schema validation, format validation
- Referential integrity checks
- Quality gates (stop on failure)
Alerts & Error Handling
Get instant Slack/email alerts on pipeline failures.
- Slack, Email, Teams, PagerDuty
- Auto-retry, fallback
- Partial failure tolerance
Dependencies & Orchestration
Define dependencies between pipelines and execute sequentially.
- DAG (Directed Acyclic Graph) visualization
- Parallel execution, priority settings
- Parameter passing, conditional execution
Use Cases
Data Warehouse Build
Integrate distributed data (CRM, ERP, marketing tools) into central data warehouse. Build consistent analytics foundation.
Regular Reports
Auto-prepare data for daily/weekly/monthly reports. Refresh sales dashboard data every morning.
Data Migration
Migrate data from legacy to cloud. Automate schema transformation, data cleansing, and validation.
Cross-System Sync
Sync customer data between CRM and marketing tools. Auto-sync Salesforce leads to HubSpot.
Technical Specifications
Automate Your Data Pipelines
Build ETL pipelines to extract, transform, and load data with 100+ connectors in minutes.